Harbor Seals (P. vitulina), 1:2 observation to background ratio, seal subset of covariates, evaluated using area under the receiver operator curve (roc_auc)
Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | roc_auc |
|---|---|
| rf | 0.9463415 |
| bt | 0.9399390 |
| maxnet | 0.9280488 |
| gam | 0.9533537 |
| glm | 0.9179878 |
Variable Importance
